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Examples

  • The old folder contains all the old examples that works with AraBERTv1

  • Text-classification/Sentiment Analysis with Hyper Parameter tuning via Cross-Validation Open In Colab

  • For Question Answering check the question-answering folder, and these 2 notebooks:

    • Arabic TyDiQA: Open In Colab
    • Arabic-SQuAD + ARCD: Open In Colab
  • Text generation with AraGPT2 Open In Colab

  • Zero-Shot Question Answering and Translation with AraGPT2-mega Open In Colab

  • NER with ANERCorp-CamelSplits and Hyper Parameter tuning Open In Colab

  • Extract word embeddings from sentences using the Transformers Library Open In Colab